Importing Data

Initial Analysis using pairplot

Nothing can be concluded from these pair-plots

Tried a bunch of APIs to collect temperature data, but unsuccessful. Some did not work. Others were Paid.

Correlation Matrix

We can observe that the usage of AC 17 is highly correlated with the usage of AC 18 and the usage of AC 1 is highly correlated with the usage of AC 2.

Most/Least Used AC

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Weekly Usage Trends

The sudden dip in usage at week 33 could be due to the fact that hotel is closed for booking.

It can be noted that Usage is not absolute 0 for all ACs.

Correlation Trends for weekly usage

Forecasting Daily Usage Metrics for next 10 days